HuggingFace Daily Papers· Dongfang Li, Zhuoen Chen, Bonian Jia, Zixuan Liu, Zhengxuan Lu, Can Deng, Yukun Shi, Yuhang Meng, Xin Zhang, Jiahe Huang, Fuhao Li, Junmai Wang, Shunyao Wen, Jingjun Sun, Jiaxu Tian, Jiangling Zhang, Zihan Wang, Liangyou Li, Yitong Yao, Shuangyong Song, Beilun Wang, Pengxu Wei, Hanlin Xu, Chang Liu, Yongxiang Li, Baotian Hu, Xiangyang Ji, Min Zhang·· 5 天前AI 评分55
Memory-Centric Continual Learning for AI Agents
Memory-Centric Continual Learning for AI Agents
AI 导读
论文提出Memory-Centric Continual Learning (MCCL)框架，通过三轴分类法组织记忆内容，建立双循环生命周期更新记忆状态，并设计评估协议衡量记忆在干扰下的保留能力、适应变化的能力和任务迁移能力，旨在将智能体记忆从被动检索转变为持续学习。
来源：HuggingFace Daily Papers · arxiv.org